Technically, you can store cake doughnuts in an air-tight container in a dry, cool space for up to three days. This being said, I would highly recommend baking and enjoying these doughnuts rather promptly! Doughnuts are best straight from the oven or fryer as their cake-like consistency can dry out quite quickly.